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Generative replies deliver automated, AI-generated answers in response to customer requests, with information from your own trusted help center content, without needing to build custom answers.
Through the use of generative AI, when a relevant help center article is identified, generative replies are displayed as a single message with a link to the source article. These messages are short (generally under 100 words) and reflect the AI agent persona if it's being used.
This article includes the following sections:
About generative replies in the AI agent
If you have an active help center, generative replies can immediately begin to respond to questions from your end users. These responses use generative AI to evaluate articles in your help center, then use that knowledge to provide concise answers within the ongoing conversation. If the article referenced to generate the response includes links to relevant articles, those might be included in the generated response. Generative replies enable end users to get the information they need without leaving the conversation to read an article.
Generative replies can respond to a customer question when:
- No intents are detected for that question.
- An intent matching that question is configured to generate a reply.
These replies are always followed by a standard request for end-user feedback (“Was this helpful - yes/no”). You can configure AI agent responses to this feedback.
If you’re using a restricted help center, the AI agent response respects the article view permissions set in Guide, which means:
- If the end user, agent, or admin is authenticated via the messaging authentication protocol and user mapping established with an external ID, the AI agent can suggest relevant restricted articles.
- If the end user is unauthenticated, the AI agent will suggest only public articles.
Activating and configuring generative replies
You can activate generative replies when you create a new AI agent or you can add generative replies to an existing AI agent.
To turn on generative replies in an existing AI agent
- In Admin Center, click
Channels in the sidebar, then select AI agents and automation > AI agents.
- Click Manage AI agents for messaging, then click the AI agent you want to use with generative replies.
- In the AI agent's Behavior tab, click to expand the section If the AI agent finds relevant articles.
- Make sure Generate a reply is selected. When you select this option:
- Any intents without an assigned answer setting are updated to Generate a reply.
- After the AI agent replies to an end user’s comment, it sends a request for feedback (“Was this helpful? Yes/No”). If the end user selects Yes or No, it’s followed by a customizable response.
- Click Test AI agent, then enter phrases the AI agent can match to existing help center content to view samples of replies your end users might receive.
- Click Publish AI agent to apply your changes.
Every reply the AI agent generates is followed by a request for feedback (“Was this helpful? Yes/No”). After the end user selects an option, the AI agent replies. You can customize the AI agent's feedback responses if you'd like.
Using generative replies with intents
When you turn on generative replies, replies are generated for questions that match intents without assigned answers and for questions without a matching intent.
Updating the generative replies setting for specific intents
By default, any intent without an assigned answer will generate a reply. For each intent, you can leave this setting as-is, update it to not generate a reply, or add the intent to an answer in your AI agent for messaging.
To manage generative reply settings for a specific intent
- In Admin Center, click
Channels in the sidebar, then select AI agents and automation > AI agents.
- Click Manage AI agents for messaging.
- Click the AI agent you’re using with generative replies.
- Click the Intents tab, then click the drop-down in the Answer column to select an option for each intent you want to update:
- Generate a reply lets the AI agent create a response to a customer’s matching free-text entry.
- Don’t generate a reply prevents the AI agent from responding to a customer’s matching free-text entry. Instead, it replies with the standard fallback response (“Sorry I couldn't find a good answer to your question. Here are some topics that might help though”).
- Show an answer lets you connect the intent to an existing answer or create a new answer for it.
Remember to publish the AI agent to make these changes available.
Updating the generative replies setting for questions without matching intents
You can choose whether you want to generate a reply for any question asked by an end user that does not have a matching intent. By default, a reply is generated for any customer free-text entry that matches an intent if that intent is not associated with an answer in the AI agent for messaging.
To manage generative replies to questions without matching intents
- In Admin Center, click
Channels in the sidebar, then select AI agents and automation > AI agents.
- Click Manage AI agents for messaging.
- Click the AI agent you’re using with generative replies.
- Click the Intents tab, then use the drop-down at the top of the page to select Generate a reply or Don’t generate a reply.
Remember to publish the AI agent to make these changes available.
96 comments
Jordan Kolmer
I require users to sign into my help center before they can see any content. The generative AI replies do not ever return a result. Was the functionality released to include content from restricted articles based on the signed in user's segment?
0
이지훈(maclaude)
hi Jordan Kolmer
If your team uses SSO to log in your customers, then it works.
Customers may or may not get answers from the AI agent based on their user segments.
But the weird thing is, when I test this with my test account that doesn't use SSO, it doesn't work correctly and the AI agent answers all the questions as if it doesn't know. Even though my test account has the user segments set up correctly.
I concluded that only the end users who use SSO and have user tags set up through SSO and thus have the user segments set up, are getting the correct answers from the AI agent.
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Emily B
Hi Daniel Aron regarding your response from last December 'Hi Havard, we're actively working on a solution to enable restricted content to be referenced for generative replies. We're expecting to release this in January 2024.' - is this something thats still being worked on?
Our company does not want the ‘read more’ button to be seen when using generative replies as we do not want customers to access the articles themselves, its for internal use only. However if we restrict articles, the generative replies do not work at all.
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Daniel Öhrström
Is it att possible to change the length of the generative reply? I feel that the responsive a little too short for it to provide enough information most of the times.
1
PTS Agent
We previously installed the Zendesk widget on our Shopify backend using the widget code but did not create a bot at that time. Now, we are looking to switch to Zendesk's AI bot functionality. However, despite creating a new bot, I am still unable to find the "intents" tab.
Should I delete the previous widget configuration to fully enable the AI bot features? Additionally, the page you provided in the link (https://support.zendesk.com/hc/en-us/articles/4435802312730) no longer seems to be available.
I would appreciate your guidance on how to resolve this and properly activate the AI bot.
Thank you for your assistance.
0
Jakub Raduszewski
Hello!
If I have English (Singapore), English (United Kingdom) and English (Europe) language versions of my Help Center with different articles available for each of these regions, will bot only pick up the relevant region articles based on client's country?
“Every reply the bot generates is followed by a request for feedback (“Was this helpful? Yes/No”)” - can I see somehow in Explore what are the reply stats for this question?
0